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            <a href="index.html" class="icon icon-home"> Graph4NLP
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              <p class="caption"><span class="caption-text">Get Started</span></p>
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<li class="toctree-l1"><a class="reference internal" href="welcome/installation.html">Install Graph4NLP</a></li>
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<p class="caption"><span class="caption-text">User Guide</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="guide/graphdata.html">Chapter 1. Graph Data</a></li>
<li class="toctree-l1"><a class="reference internal" href="guide/dataset.html">Chapter 2. Dataset</a></li>
<li class="toctree-l1"><a class="reference internal" href="guide/construction.html">Chapter 3. Graph Construction</a></li>
<li class="toctree-l1"><a class="reference internal" href="guide/gnn.html">Chapter 4. Graph Encoder</a></li>
<li class="toctree-l1"><a class="reference internal" href="guide/decoding.html">Chapter 5. Decoder</a></li>
<li class="toctree-l1"><a class="reference internal" href="guide/classification.html">Chapter 6. Classification</a></li>
<li class="toctree-l1"><a class="reference internal" href="guide/evaluation.html">Chapter 7. Evaluations and Loss components</a></li>
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<p class="caption"><span class="caption-text">Module API references</span></p>
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<li class="toctree-l1"><a class="reference internal" href="modules/data.html">graph4nlp.data</a></li>
<li class="toctree-l1"><a class="reference internal" href="modules/datasets.html">graph4nlp.datasets</a></li>
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<li class="toctree-l1"><a class="reference internal" href="modules/graph_embedding.html">graph4nlp.graph_embedding</a></li>
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<li class="toctree-l1"><a class="reference internal" href="modules/evaluation.html">graph4nlp.evaluation</a></li>
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<p class="caption"><span class="caption-text">Tutorials</span></p>
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<li class="toctree-l1"><a class="reference internal" href="tutorial/text_classification.html">Text Classification Tutorial</a></li>
<li class="toctree-l1"><a class="reference internal" href="tutorial/semantic_parsing.html">Semantic Parsing Tutorial</a></li>
<li class="toctree-l1"><a class="reference internal" href="tutorial/math_word_problem.html">Math Word Problem Tutorial</a></li>
<li class="toctree-l1"><a class="reference internal" href="tutorial/knowledge_graph_completion.html">Knowledge Graph Completion Tutorial</a></li>
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<h1 id="index">Index</h1>

<div class="genindex-jumpbox">
 <a href="#A"><strong>A</strong></a>
 | <a href="#B"><strong>B</strong></a>
 | <a href="#C"><strong>C</strong></a>
 | <a href="#D"><strong>D</strong></a>
 | <a href="#E"><strong>E</strong></a>
 | <a href="#F"><strong>F</strong></a>
 | <a href="#G"><strong>G</strong></a>
 | <a href="#I"><strong>I</strong></a>
 | <a href="#J"><strong>J</strong></a>
 | <a href="#K"><strong>K</strong></a>
 | <a href="#M"><strong>M</strong></a>
 | <a href="#N"><strong>N</strong></a>
 | <a href="#P"><strong>P</strong></a>
 | <a href="#R"><strong>R</strong></a>
 | <a href="#S"><strong>S</strong></a>
 | <a href="#T"><strong>T</strong></a>
 | <a href="#V"><strong>V</strong></a>
 
</div>
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.add_edge">add_edge() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.add_edges">add_edges() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.add_nodes">add_nodes() (graph4nlp.data.data.GraphData method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.DependencyBasedGraphConstruction.add_vocab">add_vocab() (graph4nlp.graph_construction.DependencyBasedGraphConstruction method)</a>

      <ul>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.IEBasedGraphConstruction.add_vocab">(graph4nlp.graph_construction.IEBasedGraphConstruction method)</a>
</li>
      </ul></li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.adj_matrix">adj_matrix() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.graph_classification.AvgPooling">AvgPooling (class in graph4nlp.prediction.classification.graph_classification)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.batch_edge_features">batch_edge_features() (graph4nlp.data.data.GraphData property)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.batch_node_features">batch_node_features() (graph4nlp.data.data.GraphData property)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.BiLSTMFeedForwardNN">BiLSTMFeedForwardNN (class in graph4nlp.prediction.classification.node_classification)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.BiLSTMFeedForwardNNLayer">BiLSTMFeedForwardNNLayer (class in graph4nlp.prediction.classification.node_classification)</a>
</li>
      <li><a href="modules/evaluation.html#graph4nlp.evaluation.BLEU">BLEU (class in graph4nlp.evaluation)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.build_topology">build_topology() (graph4nlp.data.dataset.Dataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.build_topology">[1]</a>

      <ul>
        <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset.build_topology">(graph4nlp.data.dataset.KGCompletionDataset method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.build_vocab">build_vocab() (graph4nlp.data.dataset.Dataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.build_vocab">[1]</a>

      <ul>
        <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset.build_vocab">(graph4nlp.data.dataset.KGCompletionDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.SequenceLabelingDataset.build_vocab">(graph4nlp.data.dataset.SequenceLabelingDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.build_vocab">(graph4nlp.data.dataset.Text2LabelDataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.build_vocab">[1]</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TreeDataset.build_vocab">(graph4nlp.data.dataset.Text2TreeDataset method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/evaluation.html#graph4nlp.evaluation.BLEU.calculate_scores">calculate_scores() (graph4nlp.evaluation.BLEU method)</a>

      <ul>
        <li><a href="modules/evaluation.html#graph4nlp.evaluation.CIDEr.calculate_scores">(graph4nlp.evaluation.CIDEr method)</a>
</li>
        <li><a href="modules/evaluation.html#graph4nlp.evaluation.METEOR.calculate_scores">(graph4nlp.evaluation.METEOR method)</a>
</li>
        <li><a href="modules/evaluation.html#graph4nlp.evaluation.ROUGE.calculate_scores">(graph4nlp.evaluation.ROUGE method)</a>
</li>
      </ul></li>
      <li><a href="modules/evaluation.html#graph4nlp.evaluation.CIDEr">CIDEr (class in graph4nlp.evaluation)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.collate_fn">collate_fn() (graph4nlp.data.dataset.Dataset static method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.collate_fn">[1]</a>

      <ul>
        <li><a href="modules/data.html#graph4nlp.data.dataset.DoubleText2TextDataset.collate_fn">(graph4nlp.data.dataset.DoubleText2TextDataset static method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset.collate_fn">(graph4nlp.data.dataset.KGCompletionDataset static method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.SequenceLabelingDataset.collate_fn">(graph4nlp.data.dataset.SequenceLabelingDataset static method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.collate_fn">(graph4nlp.data.dataset.Text2LabelDataset static method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.collate_fn">[1]</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TextDataset.collate_fn">(graph4nlp.data.dataset.Text2TextDataset static method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TreeDataset.collate_fn">(graph4nlp.data.dataset.Text2TreeDataset static method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.ComplEx">ComplEx (class in graph4nlp.prediction.classification.kg_completion)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.ComplExLayer">ComplExLayer (class in graph4nlp.prediction.classification.kg_completion)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ConcatFeedForwardNN">ConcatFeedForwardNN (class in graph4nlp.prediction.classification.link_prediction)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ConcatFeedForwardNNLayer">ConcatFeedForwardNNLayer (class in graph4nlp.prediction.classification.link_prediction)</a>
</li>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.ConstituencyBasedGraphConstruction">ConstituencyBasedGraphConstruction (class in graph4nlp.graph_construction)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.copy_batch_info">copy_batch_info() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/loss.html#graph4nlp.loss.CoverageLoss">CoverageLoss (class in graph4nlp.loss)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset">Dataset (class in graph4nlp.data.dataset)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset">[1]</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdRNNDecoder.decode_step">decode_step() (graph4nlp.prediction.generation.StdRNNDecoder method)</a>

      <ul>
        <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdTreeDecoder.decode_step">(graph4nlp.prediction.generation.StdTreeDecoder method)</a>
</li>
      </ul></li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.DecoderStrategy">DecoderStrategy (class in graph4nlp.prediction.generation)</a>
</li>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.DependencyBasedGraphConstruction">DependencyBasedGraphConstruction (class in graph4nlp.graph_construction)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.DistMult">DistMult (class in graph4nlp.prediction.classification.kg_completion)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.DistMultLayer">DistMultLayer (class in graph4nlp.prediction.classification.kg_completion)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.DoubleText2TextDataset">DoubleText2TextDataset (class in graph4nlp.data.dataset)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.download">download() (graph4nlp.data.dataset.Dataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.download">[1]</a>

      <ul>
        <li><a href="modules/datasets.html#graph4nlp.datasets.GeoDatasetForTree.download">(graph4nlp.datasets.GeoDatasetForTree method)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDataset.download">(graph4nlp.datasets.JobsDataset method)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDatasetForTree.download">(graph4nlp.datasets.JobsDatasetForTree method)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.KinshipDataset.download">(graph4nlp.datasets.KinshipDataset method)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.MawpsDatasetForTree.download">(graph4nlp.datasets.MawpsDatasetForTree method)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.SQuADDataset.download">(graph4nlp.datasets.SQuADDataset method)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.TrecDataset.download">(graph4nlp.datasets.TrecDataset method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.NodeEmbeddingBasedGraphConstruction.dynamic_topology">dynamic_topology() (graph4nlp.graph_construction.NodeEmbeddingBasedGraphConstruction method)</a>

      <ul>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.NodeEmbeddingBasedRefinedGraphConstruction.dynamic_topology">(graph4nlp.graph_construction.NodeEmbeddingBasedRefinedGraphConstruction method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.edge_attributes">edge_attributes() (graph4nlp.data.data.GraphData property)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.edge_features">edge_features() (graph4nlp.data.data.GraphData property)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.edge_ids">edge_ids() (graph4nlp.data.data.GraphData method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.edges">edges() (graph4nlp.data.data.GraphData property)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ElementSum">ElementSum (class in graph4nlp.prediction.classification.link_prediction)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ElementSumLayer">ElementSumLayer (class in graph4nlp.prediction.classification.link_prediction)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdRNNDecoder.extract_params">extract_params() (graph4nlp.prediction.generation.StdRNNDecoder method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.graph_classification.FeedForwardNN">FeedForwardNN (class in graph4nlp.prediction.classification.graph_classification)</a>

      <ul>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.FeedForwardNN">(class in graph4nlp.prediction.classification.node_classification)</a>
</li>
      </ul></li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.FeedForwardNNLayer">FeedForwardNNLayer (class in graph4nlp.prediction.classification.node_classification)</a>
</li>
      <li><a href="modules/loss.html#graph4nlp.loss.CoverageLoss.forward">forward() (graph4nlp.loss.CoverageLoss method)</a>

      <ul>
        <li><a href="modules/loss.html#graph4nlp.loss.GeneralLoss.forward">(graph4nlp.loss.GeneralLoss method)</a>
</li>
        <li><a href="modules/loss.html#graph4nlp.loss.KGLoss.forward">(graph4nlp.loss.KGLoss method)</a>
</li>
        <li><a href="modules/loss.html#graph4nlp.loss.SeqGenerationLoss.forward">(graph4nlp.loss.SeqGenerationLoss method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.graph_classification.AvgPooling.forward">(graph4nlp.prediction.classification.graph_classification.AvgPooling method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.graph_classification.FeedForwardNN.forward">(graph4nlp.prediction.classification.graph_classification.FeedForwardNN method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.ComplEx.forward">(graph4nlp.prediction.classification.kg_completion.ComplEx method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.ComplExLayer.forward">(graph4nlp.prediction.classification.kg_completion.ComplExLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.DistMult.forward">(graph4nlp.prediction.classification.kg_completion.DistMult method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.kg_completion.DistMultLayer.forward">(graph4nlp.prediction.classification.kg_completion.DistMultLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ConcatFeedForwardNN.forward">(graph4nlp.prediction.classification.link_prediction.ConcatFeedForwardNN method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ConcatFeedForwardNNLayer.forward">(graph4nlp.prediction.classification.link_prediction.ConcatFeedForwardNNLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ElementSum.forward">(graph4nlp.prediction.classification.link_prediction.ElementSum method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.ElementSumLayer.forward">(graph4nlp.prediction.classification.link_prediction.ElementSumLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.StackedElementProd.forward">(graph4nlp.prediction.classification.link_prediction.StackedElementProd method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.StackedElementProdLayer.forward">(graph4nlp.prediction.classification.link_prediction.StackedElementProdLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.BiLSTMFeedForwardNN.forward">(graph4nlp.prediction.classification.node_classification.BiLSTMFeedForwardNN method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.BiLSTMFeedForwardNNLayer.forward">(graph4nlp.prediction.classification.node_classification.BiLSTMFeedForwardNNLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.FeedForwardNN.forward">(graph4nlp.prediction.classification.node_classification.FeedForwardNN method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.classification.node_classification.FeedForwardNNLayer.forward">(graph4nlp.prediction.classification.node_classification.FeedForwardNNLayer method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdRNNDecoder.forward">(graph4nlp.prediction.generation.StdRNNDecoder method)</a>
</li>
        <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdTreeDecoder.forward">(graph4nlp.prediction.generation.StdTreeDecoder method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.from_dense_adj">from_dense_adj() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.from_dgl">from_dgl() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.from_graphdata">from_graphdata() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.from_scipy_sparse_matrix">from_scipy_sparse_matrix() (graph4nlp.data.data.GraphData method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/loss.html#graph4nlp.loss.GeneralLoss">GeneralLoss (class in graph4nlp.loss)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.DecoderStrategy.generate">generate() (graph4nlp.prediction.generation.DecoderStrategy method)</a>
</li>
      <li><a href="modules/datasets.html#graph4nlp.datasets.GeoDatasetForTree">GeoDatasetForTree (class in graph4nlp.datasets)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_all_edges">get_all_edges() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdRNNDecoder.get_decoder_init_state">get_decoder_init_state() (graph4nlp.prediction.generation.StdRNNDecoder method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_edge_feature">get_edge_feature() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_edge_feature_names">get_edge_feature_names() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_edge_num">get_edge_num() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_node_attrs">get_node_attrs() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_node_features">get_node_features() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.get_node_num">get_node_num() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#module-graph4nlp.data.data">graph4nlp.data.data (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#module-graph4nlp.data.dataset">graph4nlp.data.dataset (module)</a>
</li>
      <li><a href="modules/datasets.html#module-graph4nlp.datasets">graph4nlp.datasets (module)</a>
</li>
      <li><a href="modules/evaluation.html#module-graph4nlp.evaluation">graph4nlp.evaluation (module)</a>
</li>
      <li><a href="modules/graph_construction.html#module-graph4nlp.graph_construction">graph4nlp.graph_construction (module)</a>
</li>
      <li><a href="modules/loss.html#module-graph4nlp.loss">graph4nlp.loss (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction">graph4nlp.prediction (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction.classification">graph4nlp.prediction.classification (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction.classification.graph_classification">graph4nlp.prediction.classification.graph_classification (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction.classification.kg_completion">graph4nlp.prediction.classification.kg_completion (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction.classification.link_prediction">graph4nlp.prediction.classification.link_prediction (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction.classification.node_classification">graph4nlp.prediction.classification.node_classification (module)</a>
</li>
      <li><a href="modules/prediction.html#module-graph4nlp.prediction.generation">graph4nlp.prediction.generation (module)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData">GraphData (class in graph4nlp.data.data)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.IEBasedGraphConstruction">IEBasedGraphConstruction (class in graph4nlp.graph_construction)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.NodeEmbeddingBasedGraphConstruction.init_topology">init_topology() (graph4nlp.graph_construction.NodeEmbeddingBasedGraphConstruction class method)</a>

      <ul>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.NodeEmbeddingBasedRefinedGraphConstruction.init_topology">(graph4nlp.graph_construction.NodeEmbeddingBasedRefinedGraphConstruction class method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="J">J</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDataset">JobsDataset (class in graph4nlp.datasets)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDatasetForTree">JobsDatasetForTree (class in graph4nlp.datasets)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="K">K</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset">KGCompletionDataset (class in graph4nlp.data.dataset)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/loss.html#graph4nlp.loss.KGLoss">KGLoss (class in graph4nlp.loss)</a>
</li>
      <li><a href="modules/datasets.html#graph4nlp.datasets.KinshipDataset">KinshipDataset (class in graph4nlp.datasets)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/datasets.html#graph4nlp.datasets.MawpsDatasetForTree">MawpsDatasetForTree (class in graph4nlp.datasets)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/evaluation.html#graph4nlp.evaluation.METEOR">METEOR (class in graph4nlp.evaluation)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.node_attributes">node_attributes() (graph4nlp.data.data.GraphData property)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.node_feature_names">node_feature_names() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.node_features">node_features() (graph4nlp.data.data.GraphData property)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.NodeEmbeddingBasedGraphConstruction">NodeEmbeddingBasedGraphConstruction (class in graph4nlp.graph_construction)</a>
</li>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.NodeEmbeddingBasedRefinedGraphConstruction">NodeEmbeddingBasedRefinedGraphConstruction (class in graph4nlp.graph_construction)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.nodes">nodes() (graph4nlp.data.data.GraphData property)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.parse_file">parse_file() (graph4nlp.data.dataset.Dataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.parse_file">[1]</a>

      <ul>
        <li><a href="modules/data.html#graph4nlp.data.dataset.DoubleText2TextDataset.parse_file">(graph4nlp.data.dataset.DoubleText2TextDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset.parse_file">(graph4nlp.data.dataset.KGCompletionDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.SequenceLabelingDataset.parse_file">(graph4nlp.data.dataset.SequenceLabelingDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.parse_file">(graph4nlp.data.dataset.Text2LabelDataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.parse_file">[1]</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TextDataset.parse_file">(graph4nlp.data.dataset.Text2TextDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TreeDataset.parse_file">(graph4nlp.data.dataset.Text2TreeDataset method)</a>
</li>
      </ul></li>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.ConstituencyBasedGraphConstruction.parsing">parsing() (graph4nlp.graph_construction.ConstituencyBasedGraphConstruction class method)</a>

      <ul>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.DependencyBasedGraphConstruction.parsing">(graph4nlp.graph_construction.DependencyBasedGraphConstruction class method)</a>
</li>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.IEBasedGraphConstruction.parsing">(graph4nlp.graph_construction.IEBasedGraphConstruction class method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/datasets.html#graph4nlp.datasets.GeoDatasetForTree.processed_file_names">processed_file_names() (graph4nlp.datasets.GeoDatasetForTree property)</a>

      <ul>
        <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDataset.processed_file_names">(graph4nlp.datasets.JobsDataset property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDatasetForTree.processed_file_names">(graph4nlp.datasets.JobsDatasetForTree property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.KinshipDataset.processed_file_names">(graph4nlp.datasets.KinshipDataset property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.MawpsDatasetForTree.processed_file_names">(graph4nlp.datasets.MawpsDatasetForTree property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.SQuADDataset.processed_file_names">(graph4nlp.datasets.SQuADDataset property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.TrecDataset.processed_file_names">(graph4nlp.datasets.TrecDataset property)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.raw_dir">raw_dir() (graph4nlp.data.dataset.Dataset property)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.raw_dir">[1]</a>

      <ul>
        <li><a href="modules/datasets.html#graph4nlp.datasets.KinshipDataset.raw_dir">(graph4nlp.datasets.KinshipDataset property)</a>
</li>
      </ul></li>
      <li><a href="modules/datasets.html#graph4nlp.datasets.GeoDatasetForTree.raw_file_names">raw_file_names() (graph4nlp.datasets.GeoDatasetForTree property)</a>

      <ul>
        <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDataset.raw_file_names">(graph4nlp.datasets.JobsDataset property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.JobsDatasetForTree.raw_file_names">(graph4nlp.datasets.JobsDatasetForTree property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.KinshipDataset.raw_file_names">(graph4nlp.datasets.KinshipDataset property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.MawpsDatasetForTree.raw_file_names">(graph4nlp.datasets.MawpsDatasetForTree property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.SQuADDataset.raw_file_names">(graph4nlp.datasets.SQuADDataset property)</a>
</li>
        <li><a href="modules/datasets.html#graph4nlp.datasets.TrecDataset.raw_file_names">(graph4nlp.datasets.TrecDataset property)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.raw_file_paths">raw_file_paths() (graph4nlp.data.dataset.Dataset property)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.raw_file_paths">[1]</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.read_raw_data">read_raw_data() (graph4nlp.data.dataset.Dataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.read_raw_data">[1]</a>

      <ul>
        <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset.read_raw_data">(graph4nlp.data.dataset.KGCompletionDataset method)</a>
</li>
      </ul></li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.remove_all_edges">remove_all_edges() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/evaluation.html#graph4nlp.evaluation.ROUGE">ROUGE (class in graph4nlp.evaluation)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/loss.html#graph4nlp.loss.SeqGenerationLoss">SeqGenerationLoss (class in graph4nlp.loss)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.SequenceLabelingDataset">SequenceLabelingDataset (class in graph4nlp.data.dataset)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.set_edge_feature">set_edge_feature() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.set_node_features">set_node_features() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.sparse_adj">sparse_adj() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.split_features">split_features() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/datasets.html#graph4nlp.datasets.SQuADDataset">SQuADDataset (class in graph4nlp.datasets)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.StackedElementProd">StackedElementProd (class in graph4nlp.prediction.classification.link_prediction)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.classification.link_prediction.StackedElementProdLayer">StackedElementProdLayer (class in graph4nlp.prediction.classification.link_prediction)</a>
</li>
      <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.ConstituencyBasedGraphConstruction.static_topology">static_topology() (graph4nlp.graph_construction.ConstituencyBasedGraphConstruction class method)</a>

      <ul>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.DependencyBasedGraphConstruction.static_topology">(graph4nlp.graph_construction.DependencyBasedGraphConstruction class method)</a>
</li>
        <li><a href="modules/graph_construction.html#graph4nlp.graph_construction.IEBasedGraphConstruction.static_topology">(graph4nlp.graph_construction.IEBasedGraphConstruction class method)</a>
</li>
      </ul></li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdRNNDecoder">StdRNNDecoder (class in graph4nlp.prediction.generation)</a>
</li>
      <li><a href="modules/prediction.html#graph4nlp.prediction.generation.StdTreeDecoder">StdTreeDecoder (class in graph4nlp.prediction.generation)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset">Text2LabelDataset (class in graph4nlp.data.dataset)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset">[1]</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TextDataset">Text2TextDataset (class in graph4nlp.data.dataset)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TreeDataset">Text2TreeDataset (class in graph4nlp.data.dataset)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.to">to() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.to_batch">to_batch() (in module graph4nlp.data.data)</a>
</li>
      <li><a href="modules/data.html#graph4nlp.data.data.GraphData.to_dgl">to_dgl() (graph4nlp.data.data.GraphData method)</a>
</li>
      <li><a href="modules/datasets.html#graph4nlp.datasets.TrecDataset">TrecDataset (class in graph4nlp.datasets)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="V">V</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="modules/data.html#graph4nlp.data.dataset.Dataset.vectorization">vectorization() (graph4nlp.data.dataset.Dataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Dataset.vectorization">[1]</a>

      <ul>
        <li><a href="modules/data.html#graph4nlp.data.dataset.DoubleText2TextDataset.vectorization">(graph4nlp.data.dataset.DoubleText2TextDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.KGCompletionDataset.vectorization">(graph4nlp.data.dataset.KGCompletionDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.SequenceLabelingDataset.vectorization">(graph4nlp.data.dataset.SequenceLabelingDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.vectorization">(graph4nlp.data.dataset.Text2LabelDataset method)</a>, <a href="modules/data.html#graph4nlp.data.dataset.Text2LabelDataset.vectorization">[1]</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TextDataset.vectorization">(graph4nlp.data.dataset.Text2TextDataset method)</a>
</li>
        <li><a href="modules/data.html#graph4nlp.data.dataset.Text2TreeDataset.vectorization">(graph4nlp.data.dataset.Text2TreeDataset method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>



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